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02/23/2023
A Definition of Non-Stationary Bandits
The subject of non-stationary bandit learning has attracted much recent ...
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11/03/2022
Fine-Tuning Language Models via Epistemic Neural Networks
Large language models are now part of a powerful new paradigm in machine...
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05/04/2022
Nonstationary Bandit Learning via Predictive Sampling
We propose predictive sampling as an approach to selecting actions that ...
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07/19/2021
Epistemic Neural Networks
We introduce the epistemic neural network (ENN) as an interface for unce...
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05/30/2018
